AWS Cloud Operations Blog
Author: Siva Guruvareddiar
Siva Guruvareddiar is a Senior Solutions Architect at AWS where he is passionate about helping customers architect highly available systems. He helps speed cloud-native adoption journeys by modernizing platform infrastructure and internal architecture using microservices, containerization, observability, service mesh areas, and cloud migration. Connect on LinkedIn at: linkedin.com/in/sguruvar
GPU Cost Attribution in Amazon EKS Using Amazon Managed Service for Prometheus, Amazon Managed Grafana, and OpenTelemetry
As organizations scale their AI and machine learning workloads on Amazon Elastic Kubernetes Service (Amazon EKS), GPU instances often represent the largest portion of compute costs. Without granular visibility into how these resources are consumed, teams struggle to attribute costs accurately. Consider a shared EKS cluster where Team A (Research) runs experimental ML models on […]
Enhancing observability with a managed monitoring solution for Amazon EKS
Introduction Keeping a watchful eye on your Kubernetes infrastructure is crucial for ensuring optimal performance, identifying bottlenecks, and troubleshooting issues promptly. In the ever-evolving world of cloud-native applications, Amazon Elastic Kubernetes Service (EKS) has emerged as a popular choice for deploying and managing containerized workloads. However, monitoring Kubernetes clusters can be challenging due to their […]
Autoscaling Kubernetes workloads with KEDA using Amazon Managed Service for Prometheus metrics
Introduction With the rising popularity of applications hosted on Amazon Elastic Kubernetes Service (Amazon EKS), a key challenge is handling increases in traffic and load efficiently. Traditionally, you would have to manually scale out your applications by adding more instances – an approach that’s time-consuming, inefficient, and prone to over or under provisioning. A better […]
Announcing Amazon CloudWatch Container Insights with Enhanced Observability for Amazon EKS on EC2
Amazon CloudWatch Container Insights is a fully managed monitoring and observability service that provides DevOps engineers, developers, SREs, and IT managers with out-of-the-box visibility into their containerized applications and microservice environments. With Amazon CloudWatch Container Insights, you can monitor, isolate, and diagnose issues in your Kubernetes clusters with minimal effort. It delivers infrastructure telemetry like […]